Author

U. Samarasinghe

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#artificial intelligence Preprint Sep 2026

From Lexical Baselines to Agentic Retrieval-Augmented Generation: Structured Skill and Responsibility-Level Extraction with the SFIA Framework

This work formalizes the task as structured prediction of (skill, level) pairs from free text and asks three questions: how accurately can text be mapped onto SFIA's closed vocabulary, which strategies reliably predict the level alongside the skill, and do agentic designs improve on simpler retrieval and prompting?

Ranuga Disansa, U. Samarasinghe, Lasith Gunawardena · 0 citations